Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning.
Tsvetomila MihaylovaVlad NiculaeAndré F. T. MartinsPublished in: EMNLP (1) (2020)
Keyphrases
- structure learning
- bayesian networks
- graphical models
- parameter learning
- conditional independence
- markov logic networks
- bayesian network classifiers
- transfer learning
- parameter estimation
- bayesian network structure learning
- structure learning algorithm
- network structure
- markov networks
- sample size
- knowledge discovery
- random variables
- reinforcement learning
- feature selection